Model reference · open weights
virtual-tryoff-lora is an open-weight image model from fal, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
FLUX.2-klein-base-9B Virtual Try-Off LoRA Virtual Try-Off: Given an image of a person wearing clothing and a garment category prompt, the model generates a clean image of the garment as if it were photographed alone.\ The model reconstructs the clothing item while preserving its style, texture, color, and design from the input image.\ 1 input image (person wearing clothes) + text category → 1 output garment image\ Built with fal.ai. Usage - Try the LoRA on fal.ai Playground - Try the workflow (image-to-video) at fal.ai Workflow - ComfyUI: download compatible weights virtual-tryoff-loracomfy.safetensors - Diffusers: Training Trained with fal.ai trainer. - Base model: FLUX.2-klein-base-9B - Steps: 10000 - Learning Rate: 0.00005 - Dataset: 300 image pairs (model + garment) of shape 1024x1024 Author Created by Riza Velioglu at fal.ai
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | fal |
|---|---|
| Type | Image models |
| Variants | 1 |
| Runs with | diffusers |
| Based on | black-forest-labs/FLUX.2-klein-9B |
| Released | 2026-03-05 |
| Popularity | 3k downloads / month |
| Likes | 48 |
| Licence | Open weights |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| virtual-tryoff-lora | — | BF16 | — | — | Weights ↗ |
Using it via the API
Once AxForge deploys virtual-tryoff-lora for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (virtual-tryoff-lora below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/images/generations \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"virtual-tryoff-lora","prompt":"a red bicycle","size":"1024x1024"}'
Details
Tags
Licence
Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗